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legalectra-small-spanish-becasv3-2
This model is a fine-tuned version of mrm8488/legalectra-small-spanish on the becasv2 dataset. It achieves the following results on the evaluation set:
- Loss: 4.7145
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 5e-05
- train_batch_size: 16
- eval_batch_size: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 30
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| No log | 1.0 | 5 | 5.7994 |
| No log | 2.0 | 10 | 5.6445 |
| No log | 3.0 | 15 | 5.5595 |
| No log | 4.0 | 20 | 5.4933 |
| No log | 5.0 | 25 | 5.4248 |
| No log | 6.0 | 30 | 5.3547 |
| No log | 7.0 | 35 | 5.2872 |
| No log | 8.0 | 40 | 5.2187 |
| No log | 9.0 | 45 | 5.1585 |
| No log | 10.0 | 50 | 5.1038 |
| No log | 11.0 | 55 | 5.0451 |
| No log | 12.0 | 60 | 5.0015 |
| No log | 13.0 | 65 | 4.9638 |
| No log | 14.0 | 70 | 4.9350 |
| No log | 15.0 | 75 | 4.9034 |
| No log | 16.0 | 80 | 4.8741 |
| No log | 17.0 | 85 | 4.8496 |
| No log | 18.0 | 90 | 4.8275 |
| No log | 19.0 | 95 | 4.8139 |
| No log | 20.0 | 100 | 4.7878 |
| No log | 21.0 | 105 | 4.7672 |
| No log | 22.0 | 110 | 4.7671 |
| No log | 23.0 | 115 | 4.7611 |
| No log | 24.0 | 120 | 4.7412 |
| No log | 25.0 | 125 | 4.7307 |
| No log | 26.0 | 130 | 4.7232 |
| No log | 27.0 | 135 | 4.7208 |
| No log | 28.0 | 140 | 4.7186 |
| No log | 29.0 | 145 | 4.7158 |
| No log | 30.0 | 150 | 4.7145 |
Framework versions
- Transformers 4.20.1
- Pytorch 1.11.0+cu113
- Datasets 2.3.2
- Tokenizers 0.12.1
